source: pacpussensors/trunk/Vislab/lib3dv/eigen/Eigen/src/Core/Transpose.h@ 136

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1// This file is part of Eigen, a lightweight C++ template library
2// for linear algebra.
3//
4// Copyright (C) 2006-2008 Benoit Jacob <jacob.benoit.1@gmail.com>
5// Copyright (C) 2009-2010 Gael Guennebaud <gael.guennebaud@inria.fr>
6//
7// This Source Code Form is subject to the terms of the Mozilla
8// Public License v. 2.0. If a copy of the MPL was not distributed
9// with this file, You can obtain one at http://mozilla.org/MPL/2.0/.
10
11#ifndef EIGEN_TRANSPOSE_H
12#define EIGEN_TRANSPOSE_H
13
14namespace Eigen {
15
16/** \class Transpose
17 * \ingroup Core_Module
18 *
19 * \brief Expression of the transpose of a matrix
20 *
21 * \param MatrixType the type of the object of which we are taking the transpose
22 *
23 * This class represents an expression of the transpose of a matrix.
24 * It is the return type of MatrixBase::transpose() and MatrixBase::adjoint()
25 * and most of the time this is the only way it is used.
26 *
27 * \sa MatrixBase::transpose(), MatrixBase::adjoint()
28 */
29
30namespace internal {
31template<typename MatrixType>
32struct traits<Transpose<MatrixType> > : traits<MatrixType>
33{
34 typedef typename MatrixType::Scalar Scalar;
35 typedef typename nested<MatrixType>::type MatrixTypeNested;
36 typedef typename remove_reference<MatrixTypeNested>::type MatrixTypeNestedPlain;
37 typedef typename traits<MatrixType>::StorageKind StorageKind;
38 typedef typename traits<MatrixType>::XprKind XprKind;
39 enum {
40 RowsAtCompileTime = MatrixType::ColsAtCompileTime,
41 ColsAtCompileTime = MatrixType::RowsAtCompileTime,
42 MaxRowsAtCompileTime = MatrixType::MaxColsAtCompileTime,
43 MaxColsAtCompileTime = MatrixType::MaxRowsAtCompileTime,
44 FlagsLvalueBit = is_lvalue<MatrixType>::value ? LvalueBit : 0,
45 Flags0 = MatrixTypeNestedPlain::Flags & ~(LvalueBit | NestByRefBit),
46 Flags1 = Flags0 | FlagsLvalueBit,
47 Flags = Flags1 ^ RowMajorBit,
48 CoeffReadCost = MatrixTypeNestedPlain::CoeffReadCost,
49 InnerStrideAtCompileTime = inner_stride_at_compile_time<MatrixType>::ret,
50 OuterStrideAtCompileTime = outer_stride_at_compile_time<MatrixType>::ret
51 };
52};
53}
54
55template<typename MatrixType, typename StorageKind> class TransposeImpl;
56
57template<typename MatrixType> class Transpose
58 : public TransposeImpl<MatrixType,typename internal::traits<MatrixType>::StorageKind>
59{
60 public:
61
62 typedef typename TransposeImpl<MatrixType,typename internal::traits<MatrixType>::StorageKind>::Base Base;
63 EIGEN_GENERIC_PUBLIC_INTERFACE(Transpose)
64
65 inline Transpose(MatrixType& a_matrix) : m_matrix(a_matrix) {}
66
67 EIGEN_INHERIT_ASSIGNMENT_OPERATORS(Transpose)
68
69 inline Index rows() const { return m_matrix.cols(); }
70 inline Index cols() const { return m_matrix.rows(); }
71
72 /** \returns the nested expression */
73 const typename internal::remove_all<typename MatrixType::Nested>::type&
74 nestedExpression() const { return m_matrix; }
75
76 /** \returns the nested expression */
77 typename internal::remove_all<typename MatrixType::Nested>::type&
78 nestedExpression() { return m_matrix.const_cast_derived(); }
79
80 protected:
81 typename MatrixType::Nested m_matrix;
82};
83
84namespace internal {
85
86template<typename MatrixType, bool HasDirectAccess = has_direct_access<MatrixType>::ret>
87struct TransposeImpl_base
88{
89 typedef typename dense_xpr_base<Transpose<MatrixType> >::type type;
90};
91
92template<typename MatrixType>
93struct TransposeImpl_base<MatrixType, false>
94{
95 typedef typename dense_xpr_base<Transpose<MatrixType> >::type type;
96};
97
98} // end namespace internal
99
100template<typename MatrixType> class TransposeImpl<MatrixType,Dense>
101 : public internal::TransposeImpl_base<MatrixType>::type
102{
103 public:
104
105 typedef typename internal::TransposeImpl_base<MatrixType>::type Base;
106 EIGEN_DENSE_PUBLIC_INTERFACE(Transpose<MatrixType>)
107 EIGEN_INHERIT_ASSIGNMENT_OPERATORS(TransposeImpl)
108
109 inline Index innerStride() const { return derived().nestedExpression().innerStride(); }
110 inline Index outerStride() const { return derived().nestedExpression().outerStride(); }
111
112 typedef typename internal::conditional<
113 internal::is_lvalue<MatrixType>::value,
114 Scalar,
115 const Scalar
116 >::type ScalarWithConstIfNotLvalue;
117
118 inline ScalarWithConstIfNotLvalue* data() { return derived().nestedExpression().data(); }
119 inline const Scalar* data() const { return derived().nestedExpression().data(); }
120
121 inline ScalarWithConstIfNotLvalue& coeffRef(Index rowId, Index colId)
122 {
123 EIGEN_STATIC_ASSERT_LVALUE(MatrixType)
124 return derived().nestedExpression().const_cast_derived().coeffRef(colId, rowId);
125 }
126
127 inline ScalarWithConstIfNotLvalue& coeffRef(Index index)
128 {
129 EIGEN_STATIC_ASSERT_LVALUE(MatrixType)
130 return derived().nestedExpression().const_cast_derived().coeffRef(index);
131 }
132
133 inline const Scalar& coeffRef(Index rowId, Index colId) const
134 {
135 return derived().nestedExpression().coeffRef(colId, rowId);
136 }
137
138 inline const Scalar& coeffRef(Index index) const
139 {
140 return derived().nestedExpression().coeffRef(index);
141 }
142
143 inline CoeffReturnType coeff(Index rowId, Index colId) const
144 {
145 return derived().nestedExpression().coeff(colId, rowId);
146 }
147
148 inline CoeffReturnType coeff(Index index) const
149 {
150 return derived().nestedExpression().coeff(index);
151 }
152
153 template<int LoadMode>
154 inline const PacketScalar packet(Index rowId, Index colId) const
155 {
156 return derived().nestedExpression().template packet<LoadMode>(colId, rowId);
157 }
158
159 template<int LoadMode>
160 inline void writePacket(Index rowId, Index colId, const PacketScalar& x)
161 {
162 derived().nestedExpression().const_cast_derived().template writePacket<LoadMode>(colId, rowId, x);
163 }
164
165 template<int LoadMode>
166 inline const PacketScalar packet(Index index) const
167 {
168 return derived().nestedExpression().template packet<LoadMode>(index);
169 }
170
171 template<int LoadMode>
172 inline void writePacket(Index index, const PacketScalar& x)
173 {
174 derived().nestedExpression().const_cast_derived().template writePacket<LoadMode>(index, x);
175 }
176};
177
178/** \returns an expression of the transpose of *this.
179 *
180 * Example: \include MatrixBase_transpose.cpp
181 * Output: \verbinclude MatrixBase_transpose.out
182 *
183 * \warning If you want to replace a matrix by its own transpose, do \b NOT do this:
184 * \code
185 * m = m.transpose(); // bug!!! caused by aliasing effect
186 * \endcode
187 * Instead, use the transposeInPlace() method:
188 * \code
189 * m.transposeInPlace();
190 * \endcode
191 * which gives Eigen good opportunities for optimization, or alternatively you can also do:
192 * \code
193 * m = m.transpose().eval();
194 * \endcode
195 *
196 * \sa transposeInPlace(), adjoint() */
197template<typename Derived>
198inline Transpose<Derived>
199DenseBase<Derived>::transpose()
200{
201 return derived();
202}
203
204/** This is the const version of transpose().
205 *
206 * Make sure you read the warning for transpose() !
207 *
208 * \sa transposeInPlace(), adjoint() */
209template<typename Derived>
210inline typename DenseBase<Derived>::ConstTransposeReturnType
211DenseBase<Derived>::transpose() const
212{
213 return ConstTransposeReturnType(derived());
214}
215
216/** \returns an expression of the adjoint (i.e. conjugate transpose) of *this.
217 *
218 * Example: \include MatrixBase_adjoint.cpp
219 * Output: \verbinclude MatrixBase_adjoint.out
220 *
221 * \warning If you want to replace a matrix by its own adjoint, do \b NOT do this:
222 * \code
223 * m = m.adjoint(); // bug!!! caused by aliasing effect
224 * \endcode
225 * Instead, use the adjointInPlace() method:
226 * \code
227 * m.adjointInPlace();
228 * \endcode
229 * which gives Eigen good opportunities for optimization, or alternatively you can also do:
230 * \code
231 * m = m.adjoint().eval();
232 * \endcode
233 *
234 * \sa adjointInPlace(), transpose(), conjugate(), class Transpose, class internal::scalar_conjugate_op */
235template<typename Derived>
236inline const typename MatrixBase<Derived>::AdjointReturnType
237MatrixBase<Derived>::adjoint() const
238{
239 return this->transpose(); // in the complex case, the .conjugate() is be implicit here
240 // due to implicit conversion to return type
241}
242
243/***************************************************************************
244* "in place" transpose implementation
245***************************************************************************/
246
247namespace internal {
248
249template<typename MatrixType,
250 bool IsSquare = (MatrixType::RowsAtCompileTime == MatrixType::ColsAtCompileTime) && MatrixType::RowsAtCompileTime!=Dynamic>
251struct inplace_transpose_selector;
252
253template<typename MatrixType>
254struct inplace_transpose_selector<MatrixType,true> { // square matrix
255 static void run(MatrixType& m) {
256 m.matrix().template triangularView<StrictlyUpper>().swap(m.matrix().transpose());
257 }
258};
259
260template<typename MatrixType>
261struct inplace_transpose_selector<MatrixType,false> { // non square matrix
262 static void run(MatrixType& m) {
263 if (m.rows()==m.cols())
264 m.matrix().template triangularView<StrictlyUpper>().swap(m.matrix().transpose());
265 else
266 m = m.transpose().eval();
267 }
268};
269
270} // end namespace internal
271
272/** This is the "in place" version of transpose(): it replaces \c *this by its own transpose.
273 * Thus, doing
274 * \code
275 * m.transposeInPlace();
276 * \endcode
277 * has the same effect on m as doing
278 * \code
279 * m = m.transpose().eval();
280 * \endcode
281 * and is faster and also safer because in the latter line of code, forgetting the eval() results
282 * in a bug caused by \ref TopicAliasing "aliasing".
283 *
284 * Notice however that this method is only useful if you want to replace a matrix by its own transpose.
285 * If you just need the transpose of a matrix, use transpose().
286 *
287 * \note if the matrix is not square, then \c *this must be a resizable matrix.
288 * This excludes (non-square) fixed-size matrices, block-expressions and maps.
289 *
290 * \sa transpose(), adjoint(), adjointInPlace() */
291template<typename Derived>
292inline void DenseBase<Derived>::transposeInPlace()
293{
294 eigen_assert((rows() == cols() || (RowsAtCompileTime == Dynamic && ColsAtCompileTime == Dynamic))
295 && "transposeInPlace() called on a non-square non-resizable matrix");
296 internal::inplace_transpose_selector<Derived>::run(derived());
297}
298
299/***************************************************************************
300* "in place" adjoint implementation
301***************************************************************************/
302
303/** This is the "in place" version of adjoint(): it replaces \c *this by its own transpose.
304 * Thus, doing
305 * \code
306 * m.adjointInPlace();
307 * \endcode
308 * has the same effect on m as doing
309 * \code
310 * m = m.adjoint().eval();
311 * \endcode
312 * and is faster and also safer because in the latter line of code, forgetting the eval() results
313 * in a bug caused by aliasing.
314 *
315 * Notice however that this method is only useful if you want to replace a matrix by its own adjoint.
316 * If you just need the adjoint of a matrix, use adjoint().
317 *
318 * \note if the matrix is not square, then \c *this must be a resizable matrix.
319 * This excludes (non-square) fixed-size matrices, block-expressions and maps.
320 *
321 * \sa transpose(), adjoint(), transposeInPlace() */
322template<typename Derived>
323inline void MatrixBase<Derived>::adjointInPlace()
324{
325 derived() = adjoint().eval();
326}
327
328#ifndef EIGEN_NO_DEBUG
329
330// The following is to detect aliasing problems in most common cases.
331
332namespace internal {
333
334template<typename BinOp,typename Xpr,typename Rhs>
335struct blas_traits<SelfCwiseBinaryOp<BinOp,Xpr,Rhs> >
336 : blas_traits<typename internal::remove_all<typename Xpr::Nested>::type>
337{
338 typedef SelfCwiseBinaryOp<BinOp,Xpr,Rhs> XprType;
339 static inline const XprType extract(const XprType& x) { return x; }
340};
341
342template<bool DestIsTransposed, typename OtherDerived>
343struct check_transpose_aliasing_compile_time_selector
344{
345 enum { ret = bool(blas_traits<OtherDerived>::IsTransposed) != DestIsTransposed };
346};
347
348template<bool DestIsTransposed, typename BinOp, typename DerivedA, typename DerivedB>
349struct check_transpose_aliasing_compile_time_selector<DestIsTransposed,CwiseBinaryOp<BinOp,DerivedA,DerivedB> >
350{
351 enum { ret = bool(blas_traits<DerivedA>::IsTransposed) != DestIsTransposed
352 || bool(blas_traits<DerivedB>::IsTransposed) != DestIsTransposed
353 };
354};
355
356template<typename Scalar, bool DestIsTransposed, typename OtherDerived>
357struct check_transpose_aliasing_run_time_selector
358{
359 static bool run(const Scalar* dest, const OtherDerived& src)
360 {
361 return (bool(blas_traits<OtherDerived>::IsTransposed) != DestIsTransposed) && (dest!=0 && dest==(const Scalar*)extract_data(src));
362 }
363};
364
365template<typename Scalar, bool DestIsTransposed, typename BinOp, typename DerivedA, typename DerivedB>
366struct check_transpose_aliasing_run_time_selector<Scalar,DestIsTransposed,CwiseBinaryOp<BinOp,DerivedA,DerivedB> >
367{
368 static bool run(const Scalar* dest, const CwiseBinaryOp<BinOp,DerivedA,DerivedB>& src)
369 {
370 return ((blas_traits<DerivedA>::IsTransposed != DestIsTransposed) && (dest!=0 && dest==(const Scalar*)extract_data(src.lhs())))
371 || ((blas_traits<DerivedB>::IsTransposed != DestIsTransposed) && (dest!=0 && dest==(const Scalar*)extract_data(src.rhs())));
372 }
373};
374
375// the following selector, checkTransposeAliasing_impl, based on MightHaveTransposeAliasing,
376// is because when the condition controlling the assert is known at compile time, ICC emits a warning.
377// This is actually a good warning: in expressions that don't have any transposing, the condition is
378// known at compile time to be false, and using that, we can avoid generating the code of the assert again
379// and again for all these expressions that don't need it.
380
381template<typename Derived, typename OtherDerived,
382 bool MightHaveTransposeAliasing
383 = check_transpose_aliasing_compile_time_selector
384 <blas_traits<Derived>::IsTransposed,OtherDerived>::ret
385 >
386struct checkTransposeAliasing_impl
387{
388 static void run(const Derived& dst, const OtherDerived& other)
389 {
390 eigen_assert((!check_transpose_aliasing_run_time_selector
391 <typename Derived::Scalar,blas_traits<Derived>::IsTransposed,OtherDerived>
392 ::run(extract_data(dst), other))
393 && "aliasing detected during transposition, use transposeInPlace() "
394 "or evaluate the rhs into a temporary using .eval()");
395 }
396};
397
398template<typename Derived, typename OtherDerived>
399struct checkTransposeAliasing_impl<Derived, OtherDerived, false>
400{
401 static void run(const Derived&, const OtherDerived&)
402 {
403 }
404};
405
406} // end namespace internal
407
408template<typename Derived>
409template<typename OtherDerived>
410void DenseBase<Derived>::checkTransposeAliasing(const OtherDerived& other) const
411{
412 internal::checkTransposeAliasing_impl<Derived, OtherDerived>::run(derived(), other);
413}
414#endif
415
416} // end namespace Eigen
417
418#endif // EIGEN_TRANSPOSE_H
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